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road_seg's Introduction

pytorch FCN road segmentation

这是一个demo工程,试图从无人机上分割出道路位置

运行环境

  • ubuntu16.4
  • CUDA 9.0
  • Anaconda 3 (numpy、os、datetime、matplotlib)
  • pytorch == 0.4.1 or 1.0
  • torchvision == 0.2.1
  • OpenCV-Python == 3.4.1

训练

python train.py

训练从原图根据labeme标注的文件生成黑白的二值标签文件,原图和标签图片太大,没有push, 转换脚本参考:

https://github.com/qingzhouzhen/data_process/blob/master/generate_road_mask.py

测试

python demo.py

如果没有出错,应该出现如下结果

参考:https://github.com/bat67/pytorch-FCN-easiest-demo

road_seg's People

Contributors

bat67 avatar qingzhouzhen avatar

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